Linear algebra Id.2: Solution by eigenvalue-eigenvector analysis

Now that we have intuited that the dynamics of the customer base populations will be essentially 1-dimensional at long times, we pursue this intuition to develop an analytic description of the customer base population dynamics at all times. We use eigenvalue-eigenvector analysis, which identifies directions in the state space along which dynamics are 1-dimensional, and the scaling factors associated with these directions.